Lab 10 - Vanilla CNN and Fine-Tune VGG16 - for Dogs and Cats Classification

Goal : In this lab, we'll follow a common practice among Deep Learning Engineers: taking an existing model that performs a similar task to what the engineer wants to achieve and fine-tuning it for the specific task at hand.

loading Necessary Modules

import os
import math
import shutil
import warnings
import pathlib

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import plotly
import plotly.graph_objs as go
plotly.offline.init_notebook_mode()

import tensorflow as tf
from tensorflow import keras
from tensorflow.keras import layers, models, optimizers, callbacks
from tensorflow.keras.preprocessing.image import ImageDataGenerator, load_img
from tensorflow.keras.utils import image_dataset_from_directory
from tensorflow.python.keras.models import Sequential
from tensorflow.keras.layers import Dense, Conv2D, Activation, MaxPool2D, Flatten, Dropout, BatchNormalization
from tensorflow.keras.optimizers import RMSprop, Adam
from tensorflow.keras.utils import plot_model
from tensorflow.keras.models import load_model

from sklearn.metrics import confusion_matrix, precision_recall_curve, classification_report
from sklearn.model_selection import train_test_split
from sklearn.exceptions import UndefinedMetricWarning

Loading Dataset

original_dir = pathlib.Path("E:/courses_conestoga/CSCN8010-labs/data/train")
data_folder = pathlib.Path("../CSCN8010-labs/data/kaggle_dogs_vs_cats_small")

def make_subset(subset_name, start_index, end_index):
    for category in ("cat", "dog"):
        dir = data_folder / subset_name / category
        os.makedirs(dir, exist_ok=True)  # Use exist_ok=True to avoid FileExistsError
        fnames = [f"{category}.{i}.jpg" for i in range(start_index, end_index)]
        for fname in fnames:
            shutil.copyfile(src=original_dir / fname,
                            dst=dir / fname)

make_subset("train", start_index=0, end_index=1000)
make_subset("validation", start_index=1000, end_index=1500)
make_subset("test", start_index=1500, end_index=2500)

Images represent in orignal dataset

9 - Images for Cat

9 - Images for Dog

# Define the original directory containing the training images
original_dir = pathlib.Path("E:/courses_conestoga/CSCN8010-labs/data/train")

# Define the number of sample images you want to plot
num_samples = 18

# Plotting sample images
plt.figure(figsize=(12, 24))
for index in range(num_samples):
    category = "cat" if index < num_samples // 2 else "dog"
    image_index = index if category == "cat" else index - num_samples // 2
    filename = f"{category}.{image_index}.jpg"
    img_path = original_dir / filename
    img = load_img(img_path, target_size=(150, 150))  # Adjust target_size as needed
    plt.subplot(6, 3, index+1)
    plt.imshow(img)
    plt.xlabel(filename + ' (' + category + ')' )
plt.tight_layout()
plt.show()

Labeling for Cat and Dogs

data_folder = pathlib.Path("../CSCN8010-labs/data/kaggle_dogs_vs_cats_small")
train_dir = data_folder / "train"
filenames = os.listdir(train_dir)
labels = [str(x)[:3] for x in filenames]
train_df = pd.DataFrame({'filename': filenames, 'label': labels})
train_df.head()

	filename	label
0	cat	cat
1	dog	dog

Plotting : Data Subset Distribution

subset_names = ["train", "validation", "test"]
categories = ["cat", "dog"]
counts = []

for subset_name in subset_names:
    subset_counts = []
    for category in categories:
        subset_dir = data_folder / subset_name / category
        count = len(os.listdir(subset_dir))
        subset_counts.append(count)
    counts.append(subset_counts)

# Create traces for each category
traces = []
for i, category in enumerate(categories):
    trace = go.Bar(
        x=subset_names,
        y=[count[i] for count in counts],
        name=category
    )
    traces.append(trace)

# Layout
layout = go.Layout(
    title='Distribution of Data Subset',
    xaxis=dict(title='Subset'),
    yaxis=dict(title='Number of Files'),
    barmode='group'
)

# Create figure
fig = go.Figure(data=traces, layout=layout)

# Show plot
fig.show()

• The training subset has an equal number of cat and dog images (2000).
• The validation subset has twice as many dog images (500) compared to cat images (500).
• The testing subset is balanced with an equal number of cat and dog images (2000).

Visualising Cat and Dog Images in Sub-Dataset

from PIL import Image

# Define the path to the train directory
data_folder = pathlib.Path("E:/courses_conestoga/CSCN8010-labs/data/kaggle_dogs_vs_cats_small")

# Define paths to cat and dog images
cat_img_path = data_folder / "train" / "cat" / "cat.30.jpg"
dog_img_path = data_folder / "train" / "dog" / "dog.20.jpg"

# Create subplots
fig, axes = plt.subplots(1, 2, figsize=(10, 5))

# Plot cat image
cat_img = Image.open(cat_img_path)
axes[0].imshow(cat_img)
axes[0].set_title('Cat Image')

# Plot dog image
dog_img = Image.open(dog_img_path)
axes[1].imshow(dog_img)
axes[1].set_title('Dog Image')

# Show the plot
plt.show()

Counting Cats and Dogs Images in training subdataset

# Define the path to the train directory
train_dir = pathlib.Path("E:/courses_conestoga/CSCN8010-labs/data/kaggle_dogs_vs_cats_small/train")

# Count the number of 'cat' and 'dog' images
cat_count = len(os.listdir(train_dir / "cat"))
dog_count = len(os.listdir(train_dir / "dog"))

# Create a pie chart using Plotly
fig = go.Figure(data=[go.Pie(labels=['cat', 'dog'], values=[cat_count, dog_count])])
fig.update_layout(title_text="Count of Cat and Dog Images")

# Show the plot
fig.show()

• cats and Dogs Data are divided equally to train model perfectly not biased with prediction

Number of files present in Train, Validation and Test Dataset for Models

train_dataset = image_dataset_from_directory(
    data_folder / "train",
    image_size=(180, 180),
    batch_size=32)
validation_dataset = image_dataset_from_directory(
    data_folder / "validation",
    image_size=(180, 180),
    batch_size=32)
test_dataset = image_dataset_from_directory(
    data_folder / "test",
    image_size=(180, 180),
    batch_size=32)

Found 2000 files belonging to 2 classes.
Found 1100 files belonging to 2 classes.
Found 2200 files belonging to 2 classes.

Defining Model-1 (custom Vanila Model)

inputs = keras.Input(shape=(180, 180, 3))
x = layers.Rescaling(1./255)(inputs)
x = layers.Conv2D(filters=32, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=64, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=128, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.Flatten()(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs=inputs, outputs=outputs)

model.summary()

Model: "model"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_1 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 rescaling (Rescaling)       (None, 180, 180, 3)       0         
                                                                 
 conv2d (Conv2D)             (None, 178, 178, 32)      896       
                                                                 
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_1 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 rescaling (Rescaling)       (None, 180, 180, 3)       0         
                                                                 
 conv2d (Conv2D)             (None, 178, 178, 32)      896       
                                                                 
 max_pooling2d (MaxPooling2D  (None, 89, 89, 32)       0         
 )                                                               
                                                                 
 conv2d_1 (Conv2D)           (None, 87, 87, 64)        18496     
                                                                 
 max_pooling2d_1 (MaxPooling  (None, 43, 43, 64)       0         
 2D)                                                             
                                                                 
 conv2d_2 (Conv2D)           (None, 41, 41, 128)       73856     
                                                                 
 max_pooling2d_2 (MaxPooling  (None, 20, 20, 128)      0         
 2D)                                                             
                                                                 
 conv2d_3 (Conv2D)           (None, 18, 18, 256)       295168    
                                                                 
 max_pooling2d_3 (MaxPooling  (None, 9, 9, 256)        0         
 2D)                                                             
                                                                 
 conv2d_4 (Conv2D)           (None, 7, 7, 256)         590080    
                                                                 
 flatten (Flatten)           (None, 12544)             0         
                                                                 
 dense (Dense)               (None, 1)                 12545     
                                                                 
=================================================================
Total params: 991,041
Trainable params: 991,041
Non-trainable params: 0
_________________________________________________________________

model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

class CustomCallback(keras.callbacks.Callback):
    def __init__(self):
        super(CustomCallback, self).__init__()
        self.best_val_accuracy = 0.0
        self.best_epoch = 0

    def on_epoch_end(self, epoch, logs=None):
        val_accuracy = logs.get('val_accuracy')
        if val_accuracy is not None and val_accuracy > self.best_val_accuracy:
            self.best_val_accuracy = val_accuracy
            self.best_epoch = epoch + 1

# Create a custom callback instance
custom_callback = CustomCallback()

# Create ModelCheckpoint callback
model_checkpoint_callback = keras.callbacks.ModelCheckpoint(
    filepath="./models/convnet_from_scratch.keras",
    save_best_only=True,
    monitor="val_loss"
)

# Train the model with custom and ModelCheckpoint callbacks
history = model.fit(
    train_dataset,
    epochs=30,
    validation_data=validation_dataset,
    callbacks=[custom_callback, model_checkpoint_callback]
)

# Print the epoch with the highest validation accuracy
print("Epoch with the highest validation accuracy:", custom_callback.best_epoch)

Epoch 1/30
63/63 [==============================] - 84s 1s/step - loss: 0.7038 - accuracy: 0.5130 - val_loss: 0.6917 - val_accuracy: 0.5000
Epoch 2/30
63/63 [==============================] - 71s 1s/step - loss: 0.6922 - accuracy: 0.5255 - val_loss: 0.6848 - val_accuracy: 0.6327
Epoch 3/30
63/63 [==============================] - 69s 1s/step - loss: 0.6806 - accuracy: 0.5935 - val_loss: 0.6436 - val_accuracy: 0.6273
Epoch 4/30
63/63 [==============================] - 66s 1s/step - loss: 0.6491 - accuracy: 0.6235 - val_loss: 0.6390 - val_accuracy: 0.6500
Epoch 5/30
63/63 [==============================] - 69s 1s/step - loss: 0.6015 - accuracy: 0.6740 - val_loss: 0.6262 - val_accuracy: 0.6282
Epoch 6/30
63/63 [==============================] - 77s 1s/step - loss: 0.5744 - accuracy: 0.6995 - val_loss: 0.6362 - val_accuracy: 0.6336
Epoch 7/30
63/63 [==============================] - 73s 1s/step - loss: 0.5399 - accuracy: 0.7210 - val_loss: 0.7805 - val_accuracy: 0.6473
Epoch 8/30
63/63 [==============================] - 79s 1s/step - loss: 0.5061 - accuracy: 0.7475 - val_loss: 0.5991 - val_accuracy: 0.6982
Epoch 9/30
63/63 [==============================] - 81s 1s/step - loss: 0.4756 - accuracy: 0.7820 - val_loss: 0.6097 - val_accuracy: 0.7291
Epoch 10/30
63/63 [==============================] - 75s 1s/step - loss: 0.4735 - accuracy: 0.7905 - val_loss: 0.5588 - val_accuracy: 0.7264
Epoch 11/30
63/63 [==============================] - 73s 1s/step - loss: 0.4065 - accuracy: 0.8160 - val_loss: 0.6691 - val_accuracy: 0.6900
Epoch 12/30
63/63 [==============================] - 75s 1s/step - loss: 0.3477 - accuracy: 0.8455 - val_loss: 0.7754 - val_accuracy: 0.6991
Epoch 13/30
63/63 [==============================] - 74s 1s/step - loss: 0.3001 - accuracy: 0.8725 - val_loss: 0.6572 - val_accuracy: 0.7518
Epoch 14/30
63/63 [==============================] - 74s 1s/step - loss: 0.2448 - accuracy: 0.8945 - val_loss: 0.7548 - val_accuracy: 0.7200
Epoch 15/30
63/63 [==============================] - 72s 1s/step - loss: 0.1871 - accuracy: 0.9255 - val_loss: 1.0245 - val_accuracy: 0.7418
Epoch 16/30
63/63 [==============================] - 72s 1s/step - loss: 0.1704 - accuracy: 0.9350 - val_loss: 1.1807 - val_accuracy: 0.7473
Epoch 17/30
63/63 [==============================] - 73s 1s/step - loss: 0.1284 - accuracy: 0.9565 - val_loss: 1.2136 - val_accuracy: 0.7382
Epoch 18/30
63/63 [==============================] - 73s 1s/step - loss: 0.1461 - accuracy: 0.9535 - val_loss: 1.2074 - val_accuracy: 0.7409
Epoch 19/30
63/63 [==============================] - 77s 1s/step - loss: 0.0754 - accuracy: 0.9790 - val_loss: 1.2473 - val_accuracy: 0.7627
Epoch 20/30
63/63 [==============================] - 74s 1s/step - loss: 0.0603 - accuracy: 0.9780 - val_loss: 1.3154 - val_accuracy: 0.7609
Epoch 21/30
63/63 [==============================] - 73s 1s/step - loss: 0.0836 - accuracy: 0.9695 - val_loss: 1.3274 - val_accuracy: 0.7436
Epoch 22/30
63/63 [==============================] - 73s 1s/step - loss: 0.0560 - accuracy: 0.9780 - val_loss: 1.5725 - val_accuracy: 0.7400
Epoch 23/30
63/63 [==============================] - 73s 1s/step - loss: 0.0623 - accuracy: 0.9800 - val_loss: 1.5830 - val_accuracy: 0.7336
Epoch 24/30
63/63 [==============================] - 73s 1s/step - loss: 0.0683 - accuracy: 0.9810 - val_loss: 1.4877 - val_accuracy: 0.7518
Epoch 25/30
63/63 [==============================] - 73s 1s/step - loss: 0.0517 - accuracy: 0.9805 - val_loss: 1.8151 - val_accuracy: 0.7227
Epoch 26/30
63/63 [==============================] - 74s 1s/step - loss: 0.0321 - accuracy: 0.9905 - val_loss: 1.9903 - val_accuracy: 0.7073
Epoch 27/30
63/63 [==============================] - 74s 1s/step - loss: 0.0711 - accuracy: 0.9780 - val_loss: 1.8876 - val_accuracy: 0.7218
Epoch 28/30
63/63 [==============================] - 74s 1s/step - loss: 0.0310 - accuracy: 0.9890 - val_loss: 2.4012 - val_accuracy: 0.7018
Epoch 29/30
63/63 [==============================] - 72s 1s/step - loss: 0.0442 - accuracy: 0.9865 - val_loss: 2.0525 - val_accuracy: 0.7136
Epoch 30/30
63/63 [==============================] - 74s 1s/step - loss: 0.0325 - accuracy: 0.9895 - val_loss: 2.3528 - val_accuracy: 0.7255
Epoch with the highest validation accuracy: 19

Displaying curves of loss and accuracy during training

def plot_model_history(model_history, acc='accuracy', val_acc='val_accuracy'):
    fig, axs = plt.subplots(1, 2, figsize=(15, 5))
    axs[0].plot(range(1, len(model_history.history[acc]) + 1), model_history.history[acc])
    axs[0].plot(range(1, len(model_history.history[val_acc]) + 1), model_history.history[val_acc])
    axs[0].set_title('Model Accuracy')
    axs[0].set_ylabel('Accuracy')
    axs[0].set_xlabel('Epoch')
    axs[0].set_xticks(np.arange(1, len(model_history.history[acc]) + 1))
    axs[0].legend(['train', 'val'], loc='best')
    
    axs[1].plot(range(1, len(model_history.history['loss']) + 1), model_history.history['loss'])
    axs[1].plot(range(1, len(model_history.history['val_loss']) + 1), model_history.history['val_loss'])
    axs[1].set_title('Model Loss')
    axs[1].set_ylabel('Loss')
    axs[1].set_xlabel('Epoch')
    axs[1].set_xticks(np.arange(1, len(model_history.history['loss']) + 1))
    axs[1].legend(['train', 'val'], loc='best')
    
    plt.show()

plot_model_history(history)

Validation Accuracy:

Model 1: Achieved its highest validation accuracy of approximately 72.55% at epoch 19. After that model starts overfitting

Model -2 (vgg16)

conv_base  = keras.applications.vgg16.VGG16(
    weights="imagenet",
    include_top=False)

conv_base.trainable = False
conv_base.summary()

Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_2 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_2 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
 block5_conv1 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
=================================================================
Total params: 14,714,688
Trainable params: 0
Non-trainable params: 14,714,688
_________________________________________________________________

data_augmentation = keras.Sequential(
    [
        layers.RandomFlip("horizontal"),
        layers.RandomRotation(0.1),
        layers.RandomZoom(0.2),
    ]
)

inputs = keras.Input(shape=(180, 180, 3))
x = data_augmentation(inputs)
x = keras.applications.vgg16.preprocess_input(x)
x = conv_base(x)
x = layers.Flatten()(x)
x = layers.Dense(256)(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs, outputs)

model.summary()

Model: "model_1"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_3 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential (Sequential)     (None, 180, 180, 3)       0         
                                                                 
 tf.__operators__.getitem (S  (None, 180, 180, 3)      0         
 licingOpLambda)                                                 
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_3 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential (Sequential)     (None, 180, 180, 3)       0         
                                                                 
 tf.__operators__.getitem (S  (None, 180, 180, 3)      0         
 licingOpLambda)                                                 
                                                                 
 tf.nn.bias_add (TFOpLambda)  (None, 180, 180, 3)      0         
                                                                 
 vgg16 (Functional)          (None, None, None, 512)   14714688  
                                                                 
 flatten_1 (Flatten)         (None, 12800)             0         
                                                                 
 dense_1 (Dense)             (None, 256)               3277056   
                                                                 
 dropout (Dropout)           (None, 256)               0         
                                                                 
 dense_2 (Dense)             (None, 1)                 257       
                                                                 
=================================================================
Total params: 17,992,001
Trainable params: 3,277,313
Non-trainable params: 14,714,688
_________________________________________________________________

model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

# Define custom callback
class CustomCallback(callbacks.Callback):
    def __init__(self):
        super(CustomCallback, self).__init__()
        self.best_val_accuracy = 0.0
        self.best_epoch = 0

    def on_epoch_end(self, epoch, logs=None):
        val_accuracy = logs.get('val_accuracy')
        if val_accuracy is not None and val_accuracy > self.best_val_accuracy:
            self.best_val_accuracy = val_accuracy
            self.best_epoch = epoch + 1

# Create a custom callback instance
custom_callback = CustomCallback()

# Create ModelCheckpoint callback
model_checkpoint_callback = callbacks.ModelCheckpoint(
    filepath="./models/vgg16_best_epoch.keras",
    save_best_only=True,
    monitor="val_loss"
)

# Train the model with custom and ModelCheckpoint callbacks
history = model.fit(
    train_dataset,
    epochs=50,
    validation_data=validation_dataset,
    callbacks=[custom_callback, model_checkpoint_callback]
)

# Print the epoch with the highest validation accuracy
print("Epoch with the highest validation accuracy:", custom_callback.best_epoch)

Epoch 1/50
63/63 [==============================] - 429s 7s/step - loss: 18.9898 - accuracy: 0.8930 - val_loss: 10.5139 - val_accuracy: 0.9427
Epoch 2/50
63/63 [==============================] - 428s 7s/step - loss: 8.7238 - accuracy: 0.9480 - val_loss: 5.6730 - val_accuracy: 0.9700
Epoch 3/50
63/63 [==============================] - 414s 7s/step - loss: 6.4355 - accuracy: 0.9595 - val_loss: 3.0872 - val_accuracy: 0.9791
Epoch 4/50
63/63 [==============================] - 405s 6s/step - loss: 5.8012 - accuracy: 0.9640 - val_loss: 3.3771 - val_accuracy: 0.9782
Epoch 5/50
63/63 [==============================] - 472s 8s/step - loss: 4.4299 - accuracy: 0.9645 - val_loss: 5.0346 - val_accuracy: 0.9755
Epoch 6/50
63/63 [==============================] - 437s 7s/step - loss: 4.4837 - accuracy: 0.9640 - val_loss: 3.7309 - val_accuracy: 0.9736
Epoch 7/50
63/63 [==============================] - 448s 7s/step - loss: 3.9992 - accuracy: 0.9690 - val_loss: 3.9567 - val_accuracy: 0.9736
Epoch 8/50
63/63 [==============================] - 405s 6s/step - loss: 4.0766 - accuracy: 0.9715 - val_loss: 4.4915 - val_accuracy: 0.9773
Epoch 9/50
63/63 [==============================] - 402s 6s/step - loss: 2.8766 - accuracy: 0.9735 - val_loss: 3.0766 - val_accuracy: 0.9791
Epoch 10/50
63/63 [==============================] - 412s 7s/step - loss: 2.5077 - accuracy: 0.9760 - val_loss: 3.1392 - val_accuracy: 0.9827
Epoch 11/50
63/63 [==============================] - 445s 7s/step - loss: 2.7845 - accuracy: 0.9735 - val_loss: 4.0076 - val_accuracy: 0.9782
Epoch 12/50
63/63 [==============================] - 428s 7s/step - loss: 1.7875 - accuracy: 0.9790 - val_loss: 4.6702 - val_accuracy: 0.9736
Epoch 13/50
63/63 [==============================] - 434s 7s/step - loss: 2.6495 - accuracy: 0.9790 - val_loss: 3.6993 - val_accuracy: 0.9809
Epoch 14/50
63/63 [==============================] - 398s 6s/step - loss: 1.8980 - accuracy: 0.9795 - val_loss: 2.4026 - val_accuracy: 0.9818
Epoch 15/50
63/63 [==============================] - 392s 6s/step - loss: 1.5892 - accuracy: 0.9800 - val_loss: 3.1430 - val_accuracy: 0.9818
Epoch 16/50
63/63 [==============================] - 393s 6s/step - loss: 0.9905 - accuracy: 0.9865 - val_loss: 2.8666 - val_accuracy: 0.9818
Epoch 17/50
63/63 [==============================] - 393s 6s/step - loss: 2.6022 - accuracy: 0.9735 - val_loss: 3.9413 - val_accuracy: 0.9782
Epoch 18/50
63/63 [==============================] - 393s 6s/step - loss: 1.5982 - accuracy: 0.9820 - val_loss: 3.8843 - val_accuracy: 0.9791
Epoch 19/50
63/63 [==============================] - 394s 6s/step - loss: 1.7651 - accuracy: 0.9795 - val_loss: 2.8575 - val_accuracy: 0.9791
Epoch 20/50
63/63 [==============================] - 395s 6s/step - loss: 1.3002 - accuracy: 0.9825 - val_loss: 2.2268 - val_accuracy: 0.9818
Epoch 21/50
63/63 [==============================] - 392s 6s/step - loss: 1.2275 - accuracy: 0.9840 - val_loss: 3.7901 - val_accuracy: 0.9727
Epoch 22/50
63/63 [==============================] - 395s 6s/step - loss: 1.0817 - accuracy: 0.9875 - val_loss: 5.5952 - val_accuracy: 0.9673
Epoch 23/50
63/63 [==============================] - 402s 6s/step - loss: 1.4732 - accuracy: 0.9815 - val_loss: 3.2885 - val_accuracy: 0.9755
Epoch 24/50
63/63 [==============================] - 402s 6s/step - loss: 0.5893 - accuracy: 0.9890 - val_loss: 2.4825 - val_accuracy: 0.9800
Epoch 25/50
63/63 [==============================] - 407s 6s/step - loss: 1.0898 - accuracy: 0.9875 - val_loss: 2.5617 - val_accuracy: 0.9818
Epoch 26/50
63/63 [==============================] - 408s 7s/step - loss: 1.0043 - accuracy: 0.9865 - val_loss: 2.1030 - val_accuracy: 0.9791
Epoch 27/50
63/63 [==============================] - 447s 7s/step - loss: 1.0263 - accuracy: 0.9845 - val_loss: 3.0885 - val_accuracy: 0.9791
Epoch 28/50
63/63 [==============================] - 403s 6s/step - loss: 0.8131 - accuracy: 0.9845 - val_loss: 3.2523 - val_accuracy: 0.9755
Epoch 29/50
63/63 [==============================] - 401s 6s/step - loss: 0.8720 - accuracy: 0.9875 - val_loss: 3.0003 - val_accuracy: 0.9782
Epoch 30/50
63/63 [==============================] - 402s 6s/step - loss: 0.8259 - accuracy: 0.9845 - val_loss: 2.5879 - val_accuracy: 0.9845
Epoch 31/50
63/63 [==============================] - 402s 6s/step - loss: 0.6007 - accuracy: 0.9900 - val_loss: 3.3726 - val_accuracy: 0.9764
Epoch 32/50
63/63 [==============================] - 405s 6s/step - loss: 0.7524 - accuracy: 0.9895 - val_loss: 2.8254 - val_accuracy: 0.9809
Epoch 33/50
63/63 [==============================] - 406s 6s/step - loss: 0.6869 - accuracy: 0.9860 - val_loss: 3.2460 - val_accuracy: 0.9773
Epoch 34/50
63/63 [==============================] - 403s 6s/step - loss: 0.7872 - accuracy: 0.9840 - val_loss: 2.6570 - val_accuracy: 0.9818
Epoch 35/50
63/63 [==============================] - 404s 6s/step - loss: 0.9501 - accuracy: 0.9865 - val_loss: 3.5186 - val_accuracy: 0.9745
Epoch 36/50
63/63 [==============================] - 416s 7s/step - loss: 0.6542 - accuracy: 0.9890 - val_loss: 2.2457 - val_accuracy: 0.9827
Epoch 37/50
63/63 [==============================] - 400s 6s/step - loss: 0.7074 - accuracy: 0.9875 - val_loss: 2.4508 - val_accuracy: 0.9800
Epoch 38/50
63/63 [==============================] - 403s 6s/step - loss: 0.8168 - accuracy: 0.9895 - val_loss: 2.2506 - val_accuracy: 0.9809
Epoch 39/50
63/63 [==============================] - 404s 6s/step - loss: 1.0476 - accuracy: 0.9835 - val_loss: 1.9038 - val_accuracy: 0.9782
Epoch 40/50
63/63 [==============================] - 406s 6s/step - loss: 0.4931 - accuracy: 0.9930 - val_loss: 1.8380 - val_accuracy: 0.9845
Epoch 41/50
63/63 [==============================] - 403s 6s/step - loss: 0.6944 - accuracy: 0.9870 - val_loss: 2.0760 - val_accuracy: 0.9773
Epoch 42/50
63/63 [==============================] - 402s 6s/step - loss: 0.5633 - accuracy: 0.9905 - val_loss: 2.3991 - val_accuracy: 0.9809
Epoch 43/50
63/63 [==============================] - 402s 6s/step - loss: 0.7554 - accuracy: 0.9865 - val_loss: 2.2138 - val_accuracy: 0.9782
Epoch 44/50
63/63 [==============================] - 402s 6s/step - loss: 0.8114 - accuracy: 0.9860 - val_loss: 1.9603 - val_accuracy: 0.9800
Epoch 45/50
63/63 [==============================] - 402s 6s/step - loss: 0.6742 - accuracy: 0.9885 - val_loss: 1.5260 - val_accuracy: 0.9809
Epoch 46/50
63/63 [==============================] - 401s 6s/step - loss: 0.6483 - accuracy: 0.9860 - val_loss: 1.8715 - val_accuracy: 0.9782
Epoch 47/50
63/63 [==============================] - 402s 6s/step - loss: 0.5898 - accuracy: 0.9880 - val_loss: 1.3116 - val_accuracy: 0.9818
Epoch 48/50
63/63 [==============================] - 402s 6s/step - loss: 0.7004 - accuracy: 0.9870 - val_loss: 3.1342 - val_accuracy: 0.9755
Epoch 49/50
63/63 [==============================] - 403s 6s/step - loss: 0.6994 - accuracy: 0.9870 - val_loss: 2.2519 - val_accuracy: 0.9782
Epoch 50/50
63/63 [==============================] - 402s 6s/step - loss: 0.6669 - accuracy: 0.9880 - val_loss: 2.6975 - val_accuracy: 0.9709
Epoch with the highest validation accuracy: 30

Displaying curves of loss and accuracy during training

def plot_model_history(model_history, acc='accuracy', val_acc='val_accuracy'):
    fig, axs = plt.subplots(1, 2, figsize=(15, 5))
    axs[0].plot(range(1, len(model_history.history[acc]) + 1), model_history.history[acc])
    axs[0].plot(range(1, len(model_history.history[val_acc]) + 1), model_history.history[val_acc])
    axs[0].set_title('Model Accuracy')
    axs[0].set_ylabel('Accuracy')
    axs[0].set_xlabel('Epoch')
    axs[0].set_xticks(np.arange(1, len(model_history.history[acc]) + 1))
    axs[0].legend(['train', 'val'], loc='best')
    
    axs[1].plot(range(1, len(model_history.history['loss']) + 1), model_history.history['loss'])
    axs[1].plot(range(1, len(model_history.history['val_loss']) + 1), model_history.history['val_loss'])
    axs[1].set_title('Model Loss')
    axs[1].set_ylabel('Loss')
    axs[1].set_xlabel('Epoch')
    axs[1].set_xticks(np.arange(1, len(model_history.history['loss']) + 1))
    axs[1].legend(['train', 'val'], loc='best')
    
    plt.show()

plot_model_history(history)

Validation Accuracy:

Model 2: Achieved its highest validation accuracy of approximately 98.27% at epoch 30. After that model starts over fitting

Comparaing relative performance of the models:

1. accuracy
2. confusion metric
3. precision, recall, F1-score
4. precision-recall curve

# Define paths and batch size
test_data_dir = 'E:/courses_conestoga/CSCN8010-labs/data/kaggle_dogs_vs_cats_small/test'
best_model_1_path = './models/convnet_from_scratch.keras'
best_model_2_path = './models/vgg16_best_epoch.keras'
batch_size = 32

# Load the test dataset using ImageDataGenerator
test_datagen = ImageDataGenerator(rescale=1./255)  # Rescale pixel values
test_generator = test_datagen.flow_from_directory(
    test_data_dir,
    target_size=(180, 180),
    batch_size=batch_size,
    class_mode='binary',
    shuffle=False)  # Disable shuffling for evaluation

# Load the best versions of each model
best_model_1 = load_model(best_model_1_path)
best_model_2 = load_model(best_model_2_path)

# Evaluate model 1
model_1_evaluation = best_model_1.evaluate(test_generator, verbose=0)
print("Model 1 Evaluation:")
print("Test Loss:", model_1_evaluation[0])
print("Test Accuracy:", model_1_evaluation[1])

# Evaluate model 2
model_2_evaluation = best_model_2.evaluate(test_generator, verbose=0)
print("\nModel 2 Evaluation:")
print("Test Loss:", model_2_evaluation[0])
print("Test Accuracy:", model_2_evaluation[1])

# Get predictions for both models
y_true = test_generator.classes
y_pred_model_1 = np.squeeze(best_model_1.predict(test_generator))
y_pred_model_2 = np.squeeze(best_model_2.predict(test_generator))

# Calculate confusion matrices
cm_model_1 = confusion_matrix(y_true, y_pred_model_1 > 0.5)
cm_model_2 = confusion_matrix(y_true, y_pred_model_2 > 0.5)

# Plot confusion matrices
plt.figure(figsize=(12, 6))
plt.subplot(1, 2, 1)
plt.title("Confusion Matrix - Model 1")
plt.imshow(cm_model_1, cmap=plt.cm.Blues, interpolation='nearest')
plt.colorbar()
plt.xlabel("Predicted Label")
plt.ylabel("True Label")
plt.xticks([0, 1], ["Cat", "Dog"])
plt.yticks([0, 1], ["Cat", "Dog"])
plt.subplot(1, 2, 2)
plt.title("Confusion Matrix - Model 2")
plt.imshow(cm_model_2, cmap=plt.cm.Blues, interpolation='nearest')
plt.colorbar()
plt.xlabel("Predicted Label")
plt.ylabel("True Label")
plt.xticks([0, 1], ["Cat", "Dog"])
plt.yticks([0, 1], ["Cat", "Dog"])
plt.show()

# Calculate precision, recall, and F1-score for both models
print("\nModel 1 Classification Report:")
print(classification_report(y_true, y_pred_model_1 > 0.5, target_names=['Cat', 'Dog']))
print("\nModel 2 Classification Report:")
print(classification_report(y_true, y_pred_model_2 > 0.5, target_names=['Cat', 'Dog']))

# Calculate precision-recall curve for both models
precision_model_1, recall_model_1, _ = precision_recall_curve(y_true, y_pred_model_1)
precision_model_2, recall_model_2, _ = precision_recall_curve(y_true, y_pred_model_2)

# Plot precision-recall curve
plt.figure(figsize=(8, 6))
plt.plot(recall_model_1, precision_model_1, label='Model 1')
plt.plot(recall_model_2, precision_model_2, label='Model 2')
plt.xlabel('Recall')
plt.ylabel('Precision')
plt.title('Precision-Recall Curve')
plt.legend()
plt.grid(True)
plt.show()

Found 2200 images belonging to 2 classes.
Model 1 Evaluation:
Test Loss: 3.610851526260376
Test Accuracy: 0.5

Model 2 Evaluation:
Test Loss: 6.19694709777832
Test Accuracy: 0.5
69/69 [==============================] - 19s 271ms/step
69/69 [==============================] - 277s 4s/step

Model 1 Classification Report:
              precision    recall  f1-score   support

         Cat       0.50      1.00      0.67      1100
         Dog       0.00      0.00      0.00      1100

    accuracy                           0.50      2200
   macro avg       0.25      0.50      0.33      2200
weighted avg       0.25      0.50      0.33      2200


Model 2 Classification Report:
              precision    recall  f1-score   support

         Cat       0.50      1.00      0.67      1100
         Dog       0.00      0.00      0.00      1100

    accuracy                           0.50      2200
   macro avg       0.25      0.50      0.33      2200
weighted avg       0.25      0.50      0.33      2200

e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning:

Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.

e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning:

Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.

e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning:

Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.

e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning:

Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.

e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning:

Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.

e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning:

Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.

Prediction based on test dataset

test_dir = "E:/courses_conestoga/CSCN8010-labs/data/kaggle_dogs_vs_cats_small/test"
test_filenames = []

# Get the filenames of all images in the "cat" and "dog" subdirectories
for category in ["cat", "dog"]:
    category_dir = os.path.join(test_dir, category)
    filenames = os.listdir(category_dir)
    test_filenames.extend([os.path.join(category, fname) for fname in filenames])

# Make predictions for each image
predictions = []
for filename in test_filenames:
    img_path = os.path.join(test_dir, filename)
    img = load_img(img_path, target_size=(180, 180))  # Assuming model input size is (180, 180)
    img_array = np.expand_dims(img, axis=0) / 255.0  # Normalize pixel values
    prediction = model.predict(img_array)
    predictions.append(prediction)

# Convert predictions to binary categories based on the threshold
threshold = 0.5
binary_predictions = [1 if pred > threshold else 0 for pred in predictions]

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Plotting Predictions

# Display images with their corresponding predictions
plt.figure(figsize=(12, 12))
for i, filename in enumerate(test_filenames[:9]):
    img_path = os.path.join(test_dir, filename)
    img = load_img(img_path, target_size=(180, 180))
    plt.subplot(3, 3, i+1)
    plt.imshow(img)
    plt.title(f"Prediction: {binary_predictions[i]}")
    plt.axis("off")
plt.tight_layout()
plt.show()

This prediction is based on model -1 which is loaded and predictions are accurate based on cats

Specific Instances or pictures in which the model-1 failed to predict correctly

# Get binary predictions for both models
binary_predictions_model_1 = (y_pred_model_1 > threshold).astype(int)
binary_predictions_model_2 = (y_pred_model_2 > threshold).astype(int)

# Calculate incorrect predictions for Model 1
incorrect_predictions_model_1 = []
for i, filename in enumerate(test_generator.filenames):
    actual_label = "dog" if y_true[i] == 1 else "cat"
    predicted_label = "dog" if binary_predictions_model_1[i] == 1 else "cat"
    if actual_label != predicted_label:
        incorrect_predictions_model_1.append((filename, actual_label, predicted_label))

# Calculate incorrect predictions for Model 2
incorrect_predictions_model_2 = []
for i, filename in enumerate(test_generator.filenames):
    actual_label = "dog" if y_true[i] == 1 else "cat"
    predicted_label = "dog" if binary_predictions_model_2[i] == 1 else "cat"
    if actual_label != predicted_label:
        incorrect_predictions_model_2.append((filename, actual_label, predicted_label))

# Display information about incorrect predictions for Model 1
print("Incorrect Predictions for Model 1:")
for filename, actual_label, predicted_label in incorrect_predictions_model_1:
    print(f"Filename: {filename}, Actual Label: {actual_label}, Predicted Label: {predicted_label}")

Incorrect Predictions for Model 1:
Filename: dog\dog.150.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1500.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1501.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1502.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1503.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1504.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1505.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1506.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1507.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1508.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1509.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.151.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1510.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1511.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1512.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1513.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1514.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1515.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1516.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1517.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1518.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1519.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.152.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1520.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1521.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1522.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1523.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1524.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1525.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1526.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1527.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1528.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1529.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.153.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1530.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1531.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1532.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1533.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1534.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1535.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1536.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1537.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1538.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1539.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.154.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1540.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1541.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1542.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1543.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1544.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1545.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1546.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1547.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1548.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1549.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.155.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1550.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1551.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1552.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1553.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1554.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1555.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1556.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1557.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1558.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1559.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.156.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1560.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1561.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1562.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1563.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1564.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1565.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1566.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1567.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1568.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1569.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.157.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1570.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1571.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1572.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1573.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1574.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1575.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1576.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1577.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1578.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1579.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.158.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1580.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1581.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1582.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1583.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1584.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1585.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1586.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1587.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1588.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1589.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.159.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1590.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1591.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1592.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1593.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1594.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1595.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1596.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1597.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1598.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1599.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.160.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1600.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1601.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1602.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1603.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1604.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1605.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1606.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1607.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1608.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1609.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.161.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1610.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1611.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1612.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1613.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1614.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1615.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1616.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1617.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1618.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1619.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.162.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1620.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1621.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1622.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1623.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1624.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1625.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1626.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1627.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1628.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1629.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.163.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1630.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1631.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1632.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1633.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1634.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1635.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1636.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1637.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1638.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1639.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.164.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1640.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1641.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1642.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1643.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1644.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1645.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1646.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1647.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1648.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1649.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.165.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1650.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1651.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1652.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1653.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1654.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1655.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1656.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1657.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1658.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1659.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.166.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1660.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1661.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1662.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1663.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1664.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1665.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1666.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1667.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1668.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1669.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.167.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1670.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1671.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1672.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1673.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1674.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1675.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1676.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1677.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1678.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1679.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.168.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1680.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1681.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1682.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1683.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1684.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1685.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1686.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1687.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1688.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1689.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.169.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1690.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1691.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1692.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1693.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1694.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1695.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1696.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1697.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1698.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1699.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.170.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1700.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1701.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1702.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1703.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1704.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1705.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1706.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1707.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1708.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1709.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.171.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1710.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1711.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1712.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1713.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1714.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1715.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1716.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1717.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1718.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1719.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.172.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1720.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1721.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1722.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1723.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1724.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1725.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1726.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1727.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1728.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1729.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.173.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1730.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1731.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1732.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1733.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1734.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1735.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1736.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1737.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1738.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1739.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.174.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1740.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1741.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1742.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1743.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1744.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1745.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1746.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1747.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1748.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1749.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.175.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1750.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1751.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1752.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1753.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1754.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1755.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1756.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1757.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1758.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1759.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.176.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1760.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1761.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1762.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1763.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1764.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1765.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1766.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1767.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1768.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1769.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.177.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1770.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1771.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1772.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1773.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1774.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1775.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1776.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1777.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1778.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1779.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.178.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1780.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1781.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1782.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1783.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1784.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1785.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1786.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1787.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1788.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1789.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.179.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1790.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1791.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1792.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1793.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1794.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1795.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1796.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1797.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1798.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1799.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.180.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1800.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1801.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1802.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1803.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1804.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1805.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1806.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1807.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1808.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1809.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.181.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1810.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1811.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1812.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1813.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1814.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1815.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1816.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1817.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1818.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1819.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.182.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1820.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1821.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1822.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1823.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1824.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1825.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1826.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1827.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1828.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1829.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.183.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1830.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1831.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1832.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1833.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1834.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1835.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1836.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1837.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1838.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1839.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.184.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1840.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1841.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1842.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1843.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1844.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1845.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1846.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1847.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1848.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1849.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.185.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1850.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1851.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1852.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1853.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1854.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1855.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1856.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1857.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1858.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1859.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.186.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1860.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1861.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1862.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1863.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1864.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1865.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1866.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1867.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1868.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1869.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.187.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1870.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1871.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1872.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1873.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1874.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1875.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1876.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1877.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1878.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1879.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.188.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1880.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1881.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1882.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1883.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1884.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1885.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1886.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1887.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1888.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1889.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.189.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1890.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1891.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1892.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1893.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1894.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1895.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1896.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1897.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1898.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1899.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.190.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1900.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1901.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1902.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1903.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1904.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1905.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1906.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1907.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1908.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1909.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.191.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1910.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1911.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1912.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1913.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1914.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1915.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1916.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1917.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1918.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1919.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.192.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1920.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1921.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1922.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1923.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1924.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1925.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1926.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1927.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1928.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1929.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.193.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1930.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1931.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1932.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1933.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1934.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1935.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1936.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1937.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1938.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1939.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.194.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1940.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1941.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1942.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1943.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1944.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1945.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1946.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1947.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1948.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1949.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.195.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1950.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1951.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1952.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1953.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1954.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1955.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1956.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1957.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1958.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1959.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.196.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1960.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1961.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1962.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1963.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1964.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1965.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1966.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1967.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1968.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1969.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.197.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1970.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1971.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1972.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1973.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1974.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1975.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1976.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1977.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1978.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1979.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.198.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1980.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1981.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1982.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1983.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1984.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1985.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1986.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1987.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1988.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1989.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.199.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1990.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1991.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1992.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1993.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1994.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1995.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1996.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1997.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1998.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1999.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.200.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2000.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2001.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2002.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2003.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2004.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2005.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2006.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2007.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2008.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2009.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.201.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2010.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2011.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2012.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2013.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2014.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2015.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2016.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2017.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2018.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2019.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.202.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2020.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2021.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2022.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2023.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2024.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2025.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2026.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2027.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2028.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2029.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.203.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2030.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2031.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2032.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2033.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2034.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2035.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2036.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2037.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2038.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2039.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.204.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2040.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2041.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2042.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2043.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2044.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2045.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2046.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2047.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2048.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2049.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.205.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2050.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2051.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2052.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2053.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2054.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2055.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2056.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2057.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2058.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2059.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.206.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2060.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2061.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2062.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2063.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2064.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2065.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2066.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2067.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2068.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2069.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.207.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2070.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2071.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2072.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2073.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2074.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2075.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2076.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2077.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2078.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2079.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.208.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2080.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2081.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2082.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2083.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2084.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2085.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2086.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2087.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2088.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2089.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.209.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2090.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2091.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2092.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2093.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2094.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2095.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2096.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2097.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2098.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2099.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.210.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2100.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2101.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2102.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2103.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2104.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2105.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2106.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2107.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2108.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2109.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.211.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2110.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2111.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2112.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2113.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2114.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2115.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2116.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2117.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2118.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2119.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.212.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2120.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2121.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2122.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2123.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2124.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2125.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2126.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2127.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2128.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2129.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.213.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2130.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2131.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2132.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2133.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2134.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2135.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2136.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2137.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2138.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2139.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.214.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2140.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2141.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2142.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2143.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2144.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2145.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2146.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2147.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2148.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2149.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.215.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2150.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2151.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2152.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2153.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2154.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2155.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2156.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2157.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2158.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2159.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.216.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2160.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2161.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2162.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2163.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2164.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2165.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2166.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2167.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2168.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2169.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.217.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2170.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2171.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2172.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2173.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2174.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2175.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2176.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2177.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2178.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2179.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.218.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2180.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2181.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2182.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2183.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2184.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2185.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2186.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2187.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2188.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2189.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.219.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2190.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2191.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2192.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2193.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2194.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2195.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2196.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2197.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2198.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2199.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.220.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2200.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2201.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2202.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2203.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2204.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2205.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2206.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2207.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2208.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2209.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.221.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2210.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2211.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2212.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2213.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2214.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2215.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2216.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2217.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2218.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2219.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.222.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2220.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2221.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2222.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2223.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2224.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2225.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2226.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2227.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2228.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2229.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.223.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2230.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2231.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2232.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2233.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2234.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2235.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2236.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2237.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2238.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2239.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.224.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2240.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2241.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2242.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2243.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2244.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2245.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2246.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2247.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2248.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2249.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.225.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2250.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2251.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2252.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2253.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2254.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2255.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2256.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2257.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2258.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2259.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.226.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2260.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2261.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2262.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2263.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2264.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2265.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2266.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2267.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2268.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2269.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.227.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2270.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2271.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2272.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2273.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2274.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2275.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2276.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2277.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2278.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2279.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.228.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2280.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2281.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2282.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2283.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2284.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2285.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2286.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2287.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2288.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2289.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.229.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2290.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2291.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2292.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2293.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2294.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2295.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2296.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2297.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2298.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2299.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.230.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2300.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2301.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2302.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2303.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2304.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2305.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2306.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2307.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2308.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2309.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.231.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2310.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2311.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2312.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2313.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2314.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2315.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2316.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2317.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2318.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2319.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.232.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2320.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2321.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2322.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2323.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2324.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2325.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2326.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2327.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2328.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2329.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.233.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2330.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2331.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2332.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2333.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2334.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2335.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2336.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2337.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2338.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2339.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.234.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2340.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2341.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2342.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2343.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2344.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2345.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2346.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2347.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2348.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2349.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.235.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2350.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2351.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2352.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2353.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2354.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2355.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2356.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2357.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2358.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2359.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.236.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2360.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2361.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2362.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2363.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2364.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2365.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2366.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2367.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2368.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2369.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.237.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2370.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2371.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2372.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2373.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2374.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2375.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2376.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2377.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2378.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2379.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.238.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2380.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2381.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2382.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2383.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2384.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2385.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2386.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2387.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2388.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2389.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.239.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2390.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2391.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2392.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2393.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2394.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2395.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2396.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2397.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2398.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2399.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.240.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2400.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2401.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2402.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2403.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2404.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2405.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2406.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2407.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2408.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2409.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.241.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2410.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2411.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2412.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2413.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2414.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2415.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2416.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2417.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2418.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2419.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.242.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2420.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2421.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2422.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2423.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2424.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2425.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2426.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2427.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2428.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2429.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.243.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2430.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2431.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2432.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2433.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2434.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2435.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2436.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2437.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2438.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2439.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.244.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2440.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2441.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2442.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2443.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2444.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2445.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2446.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2447.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2448.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2449.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.245.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2450.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2451.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2452.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2453.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2454.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2455.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2456.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2457.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2458.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2459.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.246.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2460.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2461.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2462.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2463.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2464.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2465.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2466.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2467.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2468.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2469.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.247.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2470.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2471.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2472.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2473.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2474.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2475.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2476.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2477.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2478.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2479.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.248.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2480.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2481.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2482.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2483.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2484.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2485.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2486.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2487.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2488.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2489.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.249.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2490.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2491.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2492.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2493.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2494.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2495.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2496.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2497.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2498.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2499.jpg, Actual Label: dog, Predicted Label: cat

model-2 instances failed to predict correctly

# Display information about incorrect predictions for Model 2
print("\nIncorrect Predictions for Model 2:")
for filename, actual_label, predicted_label in incorrect_predictions_model_2:
    print(f"Filename: {filename}, Actual Label: {actual_label}, Predicted Label: {predicted_label}")

Incorrect Predictions for Model 2:
Filename: dog\dog.150.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1500.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1501.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1502.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1503.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1504.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1505.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1506.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1507.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1508.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1509.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.151.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1510.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1511.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1512.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1513.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1514.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1515.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1516.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1517.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1518.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1519.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.152.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1520.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1521.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1522.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1523.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1524.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1525.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1526.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1527.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1528.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1529.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.153.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1530.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1531.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1532.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1533.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1534.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1535.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1536.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1537.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1538.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1539.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.154.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1540.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1541.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1542.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1543.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1544.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1545.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1546.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1547.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1548.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1549.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.155.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1550.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1551.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1552.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1553.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1554.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1555.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1556.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1557.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1558.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1559.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.156.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1560.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1561.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1562.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1563.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1564.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1565.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1566.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1567.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1568.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1569.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.157.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1570.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1571.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1572.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1573.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1574.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1575.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1576.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1577.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1578.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1579.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.158.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1580.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1581.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1582.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1583.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1584.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1585.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1586.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1587.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1588.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1589.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.159.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1590.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1591.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1592.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1593.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1594.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1595.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1596.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1597.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1598.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1599.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.160.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1600.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1601.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1602.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1603.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1604.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1605.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1606.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1607.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1608.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1609.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.161.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1610.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1611.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1612.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1613.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1614.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1615.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1616.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1617.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1618.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1619.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.162.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1620.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1621.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1622.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1623.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1624.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1625.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1626.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1627.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1628.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1629.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.163.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1630.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1631.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1632.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1633.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1634.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1635.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1636.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1637.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1638.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1639.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.164.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1640.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1641.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1642.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1643.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1644.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1645.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1646.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1647.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1648.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1649.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.165.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1650.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1651.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1652.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1653.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1654.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1655.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1656.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1657.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1658.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1659.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.166.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1660.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1661.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1662.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1663.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1664.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1665.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1666.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1667.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1668.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1669.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.167.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1670.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1671.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1672.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1673.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1674.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1675.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1676.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1677.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1678.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1679.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.168.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1680.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1681.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1682.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1683.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1684.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1685.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1686.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1687.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1688.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1689.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.169.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1690.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1691.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1692.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1693.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1694.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1695.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1696.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1697.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1698.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1699.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.170.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1700.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1701.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1702.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1703.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1704.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1705.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1706.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1707.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1708.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1709.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.171.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1710.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1711.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1712.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1713.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1714.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1715.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1716.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1717.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1718.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1719.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.172.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1720.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1721.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1722.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1723.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1724.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1725.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1726.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1727.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1728.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1729.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.173.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1730.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1731.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1732.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1733.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1734.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1735.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1736.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1737.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1738.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1739.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.174.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1740.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1741.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1742.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1743.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1744.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1745.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1746.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1747.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1748.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1749.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.175.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1750.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1751.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1752.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1753.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1754.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1755.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1756.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1757.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1758.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1759.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.176.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1760.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1761.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1762.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1763.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1764.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1765.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1766.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1767.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1768.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1769.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.177.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1770.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1771.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1772.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1773.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1774.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1775.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1776.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1777.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1778.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1779.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.178.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1780.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1781.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1782.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1783.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1784.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1785.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1786.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1787.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1788.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1789.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.179.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1790.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1791.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1792.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1793.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1794.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1795.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1796.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1797.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1798.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1799.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.180.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1800.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1801.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1802.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1803.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1804.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1805.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1806.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1807.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1808.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1809.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.181.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1810.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1811.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1812.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1813.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1814.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1815.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1816.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1817.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1818.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1819.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.182.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1820.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1821.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1822.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1823.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1824.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1825.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1826.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1827.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1828.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1829.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.183.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1830.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1831.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1832.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1833.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1834.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1835.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1836.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1837.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1838.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1839.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.184.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1840.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1841.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1842.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1843.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1844.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1845.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1846.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1847.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1848.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1849.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.185.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1850.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1851.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1852.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1853.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1854.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1855.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1856.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1857.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1858.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1859.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.186.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1860.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1861.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1862.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1863.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1864.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1865.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1866.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1867.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1868.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1869.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.187.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1870.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1871.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1872.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1873.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1874.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1875.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1876.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1877.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1878.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1879.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.188.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1880.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1881.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1882.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1883.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1884.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1885.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1886.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1887.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1888.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1889.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.189.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1890.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1891.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1892.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1893.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1894.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1895.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1896.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1897.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1898.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1899.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.190.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1900.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1901.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1902.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1903.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1904.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1905.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1906.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1907.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1908.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1909.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.191.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1910.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1911.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1912.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1913.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1914.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1915.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1916.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1917.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1918.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1919.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.192.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1920.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1921.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1922.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1923.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1924.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1925.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1926.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1927.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1928.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1929.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.193.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1930.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1931.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1932.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1933.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1934.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1935.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1936.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1937.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1938.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1939.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.194.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1940.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1941.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1942.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1943.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1944.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1945.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1946.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1947.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1948.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1949.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.195.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1950.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1951.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1952.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1953.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1954.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1955.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1956.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1957.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1958.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1959.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.196.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1960.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1961.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1962.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1963.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1964.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1965.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1966.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1967.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1968.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1969.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.197.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1970.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1971.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1972.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1973.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1974.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1975.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1976.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1977.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1978.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1979.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.198.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1980.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1981.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1982.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1983.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1984.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1985.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1986.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1987.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1988.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1989.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.199.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1990.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1991.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1992.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1993.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1994.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1995.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1996.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1997.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1998.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.1999.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.200.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2000.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2001.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2002.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2003.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2004.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2005.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2006.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2007.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2008.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2009.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.201.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2010.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2011.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2012.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2013.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2014.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2015.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2016.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2017.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2018.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2019.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.202.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2020.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2021.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2022.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2023.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2024.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2025.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2026.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2027.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2028.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2029.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.203.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2030.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2031.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2032.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2033.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2034.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2035.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2036.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2037.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2038.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2039.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.204.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2040.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2041.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2042.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2043.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2044.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2045.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2046.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2047.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2048.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2049.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.205.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2050.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2051.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2052.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2053.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2054.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2055.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2056.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2057.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2058.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2059.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.206.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2060.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2061.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2062.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2063.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2064.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2065.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2066.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2067.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2068.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2069.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.207.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2070.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2071.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2072.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2073.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2074.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2075.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2076.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2077.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2078.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2079.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.208.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2080.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2081.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2082.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2083.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2084.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2085.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2086.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2087.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2088.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2089.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.209.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2090.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2091.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2092.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2093.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2094.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2095.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2096.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2097.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2098.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2099.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.210.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2100.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2101.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2102.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2103.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2104.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2105.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2106.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2107.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2108.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2109.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.211.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2110.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2111.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2112.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2113.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2114.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2115.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2116.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2117.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2118.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2119.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.212.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2120.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2121.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2122.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2123.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2124.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2125.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2126.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2127.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2128.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2129.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.213.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2130.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2131.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2132.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2133.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2134.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2135.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2136.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2137.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2138.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2139.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.214.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2140.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2141.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2142.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2143.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2144.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2145.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2146.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2147.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2148.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2149.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.215.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2150.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2151.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2152.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2153.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2154.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2155.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2156.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2157.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2158.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2159.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.216.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2160.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2161.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2162.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2163.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2164.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2165.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2166.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2167.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2168.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2169.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.217.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2170.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2171.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2172.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2173.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2174.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2175.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2176.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2177.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2178.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2179.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.218.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2180.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2181.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2182.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2183.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2184.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2185.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2186.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2187.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2188.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2189.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.219.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2190.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2191.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2192.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2193.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2194.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2195.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2196.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2197.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2198.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2199.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.220.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2200.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2201.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2202.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2203.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2204.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2205.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2206.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2207.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2208.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2209.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.221.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2210.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2211.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2212.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2213.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2214.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2215.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2216.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2217.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2218.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2219.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.222.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2220.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2221.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2222.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2223.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2224.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2225.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2226.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2227.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2228.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2229.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.223.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2230.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2231.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2232.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2233.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2234.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2235.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2236.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2237.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2238.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2239.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.224.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2240.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2241.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2242.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2243.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2244.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2245.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2246.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2247.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2248.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2249.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.225.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2250.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2251.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2252.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2253.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2254.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2255.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2256.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2257.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2258.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2259.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.226.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2260.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2261.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2262.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2263.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2264.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2265.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2266.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2267.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2268.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2269.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.227.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2270.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2271.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2272.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2273.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2274.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2275.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2276.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2277.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2278.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2279.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.228.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2280.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2281.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2282.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2283.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2284.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2285.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2286.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2287.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2288.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2289.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.229.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2290.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2291.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2292.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2293.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2294.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2295.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2296.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2297.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2298.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2299.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.230.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2300.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2301.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2302.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2303.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2304.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2305.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2306.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2307.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2308.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2309.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.231.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2310.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2311.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2312.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2313.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2314.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2315.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2316.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2317.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2318.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2319.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.232.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2320.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2321.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2322.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2323.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2324.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2325.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2326.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2327.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2328.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2329.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.233.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2330.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2331.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2332.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2333.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2334.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2335.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2336.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2337.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2338.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2339.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.234.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2340.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2341.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2342.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2343.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2344.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2345.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2346.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2347.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2348.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2349.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.235.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2350.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2351.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2352.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2353.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2354.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2355.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2356.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2357.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2358.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2359.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.236.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2360.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2361.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2362.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2363.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2364.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2365.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2366.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2367.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2368.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2369.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.237.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2370.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2371.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2372.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2373.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2374.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2375.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2376.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2377.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2378.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2379.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.238.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2380.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2381.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2382.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2383.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2384.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2385.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2386.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2387.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2388.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2389.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.239.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2390.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2391.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2392.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2393.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2394.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2395.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2396.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2397.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2398.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2399.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.240.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2400.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2401.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2402.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2403.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2404.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2405.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2406.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2407.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2408.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2409.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.241.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2410.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2411.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2412.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2413.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2414.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2415.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2416.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2417.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2418.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2419.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.242.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2420.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2421.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2422.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2423.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2424.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2425.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2426.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2427.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2428.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2429.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.243.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2430.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2431.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2432.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2433.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2434.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2435.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2436.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2437.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2438.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2439.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.244.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2440.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2441.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2442.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2443.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2444.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2445.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2446.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2447.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2448.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2449.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.245.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2450.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2451.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2452.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2453.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2454.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2455.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2456.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2457.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2458.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2459.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.246.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2460.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2461.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2462.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2463.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2464.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2465.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2466.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2467.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2468.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2469.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.247.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2470.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2471.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2472.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2473.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2474.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2475.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2476.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2477.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2478.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2479.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.248.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2480.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2481.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2482.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2483.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2484.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2485.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2486.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2487.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2488.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2489.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.249.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2490.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2491.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2492.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2493.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2494.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2495.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2496.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2497.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2498.jpg, Actual Label: dog, Predicted Label: cat
Filename: dog\dog.2499.jpg, Actual Label: dog, Predicted Label: cat

Conclusion :

Model 1:

• Test Accuracy: 50.0%

  This indicates that Model 1 correctly classified half of the images in the test dataset.

• Precision, Recall, F1-score (Cat):

  • Precision: 50.0%
  • Recall: 100.0%
  • F1-score: 66.7%

  These metrics suggest that when Model 1 predicts an image to be a cat, it's correct half of the time, but it fails to classify any actual cats correctly (low precision for cat class).

• Precision, Recall, F1-score (Dog):

  • Precision: 0.0%
  • Recall: 0.0%
  • F1-score: 0.0%

  Model 1 fails to classify any dogs correctly (both precision and recall are zero for the dog class).

• Confusion Matrix:

  Equal number of false positives and false negatives for both classes (Cat and Dog), indicating random guessing.

Model 2:

• Test Accuracy: 50.0%

  Similar to Model 1, Model 2 also correctly classified half of the images in the test dataset.

• Precision, Recall, F1-score (Cat):

  • Precision: 50.0%
  • Recall: 100.0%
  • F1-score: 66.7%

  Similar to Model 1, Model 2 correctly predicts cats half of the time but fails to classify any actual cats correctly.

• Precision, Recall, F1-score (Dog):

  • Precision: 0.0%
  • Recall: 0.0%
  • F1-score: 0.0%

  Model 2 also fails to classify any dogs correctly, similar to Model 1.

• Confusion Matrix:

  Like Model 1, Model 2 also has an equal number of false positives and false negatives for both classes (Cat and Dog).

overall :

• Despite Model 2 showing higher potential during training, neither model could reliably distinguish between cats and dogs when tested with new data.
• While Model 2 seemed to understand the training data better, it didn't translate that understanding into improved real-world performance compared to Model 1.
• Both models require further refinement to confidently handle the task of distinguishing between cats and dogs.